Ride-hailing services in Colombia serve a broad range of daily travel needs, from structured work routines to spontaneous evening outings. Understanding when riders are most active throughout the day helps transport platforms allocate driver supply more effectively, reduce wait times during peak windows, and design targeted promotions that match real usage behavior. For ride-hailing providers operating in the Colombian market, aligning operational resources with rider demand patterns is a direct path to stronger service reliability and customer retention.